Senior LLM Strategy Leader
5 days ago
Job Summary:
At Crayon Data, we are seeking an experienced Senior LLM Strategy Leader to drive our Large Language Model (LLM) strategy and implementation. This role demands a unique blend of technical expertise, strategic foresight, and leadership capabilities.
Key Responsibilities:
- Strategic Planning and Road Mapping
- Develop a phased roadmap for AI implementation, focusing on scalability and long-term sustainability.
- Conduct detailed cost-benefit analyses to ensure the return on investment (ROI) for deploying non-cloud LLMs.
- Model and Architecture Design
- Select and fine-tune LLMs tailored to meet enterprise-specific requirements.
- Design robust inference pipelines to ensure high performance and seamless integration with existing systems.
- Governance and Compliance
- Establish ethical AI frameworks to address issues like bias mitigation and safe deployment practices.
- Ensure compliance with global regulations such as GDPR and CCPA, adapting practices to meet industry standards.
- Collaboration and Team Alignment
- Act as a bridge between business, engineering, and data science teams to ensure seamless communication and project execution.
- Create feedback mechanisms to incorporate iterative improvements and refine AI solutions.
- Lifecycle Management
- Automate pipelines for LLM training, deployment, and regular updates to minimize manual effort.
- Monitor key performance indicators (KPIs) to evaluate model performance and optimize processes continually.
- Security and Risk Management
- Proactively address data security challenges and mitigate risks associated with compliance breaches.
- Implement robust security measures tailored for on-premise LLM deployments.
Requirements:
The ideal candidate will have:
- 10-15 years of experience in AI and LLM deployments.
- Strong technical expertise in LLMs and their applications.
- Excellent leadership and collaboration skills.
- Familiarity with global regulations and compliance standards.
Salary:
$150,000 - $200,000 per annum, depending on experience.
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